Applying graph mining to discover substructures of room layouts which affect the rent of apartments
Atsushi Takizawa, Kazuma Yoshida, Naoki Katoh · 2007
In this paper we will investigate the relationship between room layout and the rent of apartments by extracting meaningful substructures of a graph representing the room layout using a graph mining algorithm. We will then construct a prediction model for the rent of apartments with high accuracy. Through our analysis, we will reveal certain typical substructures in the room layout which strongly affect the rent.